| Number of Variables | 39 |
|---|---|
| Number of Rows | 3877 |
| Missing Cells | 11804 |
| Missing Cells (%) | 7.8% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 2.8 MB |
| Average Row Size in Memory | 769.4 B |
| Variable Types |
|
| stationary (in hours) has 271 (6.99%) missing values | Missing |
|---|---|
| walking (in hours) has 271 (6.99%) missing values | Missing |
| running (in hours) has 271 (6.99%) missing values | Missing |
| silence (in hours) has 217 (5.6%) missing values | Missing |
| voice (in hours) has 217 (5.6%) missing values | Missing |
| noise (in hours) has 217 (5.6%) missing values | Missing |
| conversation_duration_in_hours has 380 (9.8%) missing values | Missing |
| bluetooth_level has 374 (9.65%) missing values | Missing |
| dark_duration_in_hours has 750 (19.34%) missing values | Missing |
| phonecharge_duration_in_hours has 1160 (29.92%) missing values | Missing |
| phonelock_duration_in_hours has 564 (14.55%) missing values | Missing |
|---|---|
| wifi_level has 230 (5.93%) missing values | Missing |
| CALLS_duration_in_minutes has 100 (2.58%) missing values | Missing |
| dinning_time has 1222 (31.52%) missing values | Missing |
| dinning_place has 1222 (31.52%) missing values | Missing |
| meal has 1222 (31.52%) missing values | Missing |
| gpa all has 954 (24.61%) missing values | Missing |
| gpa 13s has 954 (24.61%) missing values | Missing |
| gpa cs 65 has 954 (24.61%) missing values | Missing |
| sms_count has 254 (6.55%) missing values | Missing |
| bluetooth_level is skewed | Skewed |
|---|---|
| wifi_level is skewed | Skewed |
| CALLS_duration_in_minutes is skewed | Skewed |
| gpa all is skewed | Skewed |
| gpa 13s is skewed | Skewed |
| piazza_views is skewed | Skewed |
| piazza_contributions is skewed | Skewed |
| sms_count is skewed | Skewed |
| label_panas_PA is skewed | Skewed |
| label_openness is skewed | Skewed |
| label_phq_score is skewed | Skewed |
|---|---|
| stationary (in hours) has a high cardinality: 579 distinct values | High Cardinality |
| walking (in hours) has a high cardinality: 168 distinct values | High Cardinality |
| running (in hours) has a high cardinality: 77 distinct values | High Cardinality |
| silence (in hours) has a high cardinality: 992 distinct values | High Cardinality |
| voice (in hours) has a high cardinality: 1209 distinct values | High Cardinality |
| noise (in hours) has a high cardinality: 1039 distinct values | High Cardinality |
| dinning_time has a high cardinality: 2588 distinct values | High Cardinality |
| dinning_time has constant length 8 | Constant Length |
| bluetooth_level has 3294 (84.96%) negatives | Negatives |
| wifi_level has 3647 (94.07%) negatives | Negatives |
|---|---|
| CALLS_duration_in_minutes has 3374 (87.03%) zeros | Zeros |
| piazza_contributions has 621 (16.02%) zeros | Zeros |
| label_phq_score has 369 (9.52%) zeros | Zeros |
numerical
| Approximate Distinct Count | 35 |
|---|---|
| Approximate Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 24.6505 |
| Minimum | 0 |
| Maximum | 59 |
| Zeros | 67 |
| Zeros (%) | 1.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 10 |
| Median | 23 |
| Q3 | 35 |
| 95-th Percentile | 53 |
| Maximum | 59 |
| Range | 59 |
| IQR | 25 |
| Mean | 24.6505 |
|---|---|
| Standard Deviation | 17.2557 |
| Variance | 297.7589 |
| Sum | 95570 |
| Skewness | 0.3734 |
| Kurtosis | -0.9842 |
| Coefficient of Variation | 0.7 |
datetime
| Distinct Count | 67.0343 |
|---|---|
| Approximate Unique (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 60.6 KB |
| Minimum | 2013-03-27 00:00:00 |
| Maximum | 2013-06-01 00:00:00 |
categorical
| Approximate Distinct Count | 579 |
|---|---|
| Approximate Unique (%) | 16.1% |
| Missing | 271 |
| Missing (%) | 7.0% |
| Memory Size | 242.8 KB |
| Mean | 3.9443 |
|---|---|
| Standard Deviation | 0.5068 |
| Median | 4 |
| Minimum | 1 |
| Maximum | 5 |
| 1st row | 4.45 |
|---|---|
| 2nd row | 5.52 |
| 3rd row | 5.88 |
| 4th row | 3.53 |
| 5th row | 5.47 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 10655 |
categorical
| Approximate Distinct Count | 168 |
|---|---|
| Approximate Unique (%) | 4.7% |
| Missing | 271 |
| Missing (%) | 7.0% |
| Memory Size | 242.3 KB |
| Mean | 3.7928 |
|---|---|
| Standard Deviation | 0.629 |
| Median | 4 |
| Minimum | 1 |
| Maximum | 4 |
| 1st row | 0.54 |
|---|---|
| 2nd row | 0.44 |
| 3rd row | 0.7 |
| 4th row | 0.35 |
| 5th row | 0.68 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 10210 |
categorical
| Approximate Distinct Count | 77 |
|---|---|
| Approximate Unique (%) | 2.1% |
| Missing | 271 |
| Missing (%) | 7.0% |
| Memory Size | 240.2 KB |
| Mean | 3.2063 |
|---|---|
| Standard Deviation | 1.2923 |
| Median | 4 |
| Minimum | 1 |
| Maximum | 4 |
| 1st row | 0.02 |
|---|---|
| 2nd row | 0.38 |
| 3rd row | 0.08 |
| 4th row | 0.04 |
| 5th row | 0.51 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 8861 |
categorical
| Approximate Distinct Count | 992 |
|---|---|
| Approximate Unique (%) | 27.1% |
| Missing | 217 |
| Missing (%) | 5.6% |
| Memory Size | 249.4 KB |
| Mean | 4.7776 |
|---|---|
| Standard Deviation | 0.5241 |
| Median | 5 |
| Minimum | 1 |
| Maximum | 5 |
| 1st row | 12.49 |
|---|---|
| 2nd row | 13.42 |
| 3rd row | 13.42 |
| 4th row | 6.99 |
| 5th row | 10.17 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 13869 |
categorical
| Approximate Distinct Count | 1209 |
|---|---|
| Approximate Unique (%) | 33.0% |
| Missing | 217 |
| Missing (%) | 5.6% |
| Memory Size | 247.3 KB |
| Mean | 4.1885 |
|---|---|
| Standard Deviation | 0.8038 |
| Median | 4 |
| Minimum | 1 |
| Maximum | 6 |
| 1st row | 11.62 |
|---|---|
| 2nd row | 11.09 |
| 3rd row | 14.33 |
| 4th row | 9.21 |
| 5th row | 25.24 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 11794 |
categorical
| Approximate Distinct Count | 1039 |
|---|---|
| Approximate Unique (%) | 28.4% |
| Missing | 217 |
| Missing (%) | 5.6% |
| Memory Size | 246.7 KB |
| Mean | 4.0169 |
|---|---|
| Standard Deviation | 0.7268 |
| Median | 4 |
| Minimum | 1 |
| Maximum | 5 |
| 1st row | 3.87 |
|---|---|
| 2nd row | 5.31 |
| 3rd row | 7.81 |
| 4th row | 11.13 |
| 5th row | 11.52 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 11151 |
numerical
| Approximate Distinct Count | 923 |
|---|---|
| Approximate Unique (%) | 26.4% |
| Missing | 380 |
| Missing (%) | 9.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 54.6 KB |
| Mean | 5.5507 |
| Minimum | 0.02 |
| Maximum | 16.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.02 |
|---|---|
| 5-th Percentile | 0.7 |
| Q1 | 3.17 |
| Median | 5.46 |
| Q3 | 7.64 |
| 95-th Percentile | 10.806 |
| Maximum | 16.94 |
| Range | 16.92 |
| IQR | 4.47 |
| Mean | 5.5507 |
|---|---|
| Standard Deviation | 3.1053 |
| Variance | 9.6426 |
| Sum | 19410.79 |
| Skewness | 0.3691 |
| Kurtosis | -0.08465 |
| Coefficient of Variation | 0.5594 |
numerical
| Approximate Distinct Count | 1899 |
|---|---|
| Approximate Unique (%) | 54.2% |
| Missing | 374 |
| Missing (%) | 9.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 54.7 KB |
| Mean | 773.8803 |
| Minimum | -97.4242 |
| Maximum | 23670 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 3294 |
| Negatives (%) | 85.0% |
| Minimum | -97.4242 |
|---|---|
| 5-th Percentile | -90.4579 |
| Q1 | -85.5376 |
| Median | -82.9135 |
| Q3 | -79.9474 |
| 95-th Percentile | 3 |
| Maximum | 23670 |
| Range | 23767.4242 |
| IQR | 5.5903 |
| Mean | 773.8803 |
|---|---|
| Standard Deviation | 4156.3052 |
| Variance | 1.7275e+07 |
| Sum | 2.7109e+06 |
| Skewness | 4.7662 |
| Kurtosis | 21.12 |
| Coefficient of Variation | 5.3707 |
numerical
| Approximate Distinct Count | 1260 |
|---|---|
| Approximate Unique (%) | 40.3% |
| Missing | 750 |
| Missing (%) | 19.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 48.9 KB |
| Mean | 10.4523 |
| Minimum | 1 |
| Maximum | 29.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1.663 |
| Q1 | 5.61 |
| Median | 10.23 |
| Q3 | 14.8 |
| 95-th Percentile | 19.96 |
| Maximum | 29.03 |
| Range | 28.03 |
| IQR | 9.19 |
| Mean | 10.4523 |
|---|---|
| Standard Deviation | 5.7961 |
| Variance | 33.5947 |
| Sum | 32684.19 |
| Skewness | 0.2438 |
| Kurtosis | -0.6766 |
| Coefficient of Variation | 0.5545 |
numerical
| Approximate Distinct Count | 890 |
|---|---|
| Approximate Unique (%) | 32.8% |
| Missing | 1160 |
| Missing (%) | 29.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 42.5 KB |
| Mean | 6.4995 |
| Minimum | 1 |
| Maximum | 26.54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1.24 |
| Q1 | 3.43 |
| Median | 6.84 |
| Q3 | 8.8 |
| 95-th Percentile | 12.06 |
| Maximum | 26.54 |
| Range | 25.54 |
| IQR | 5.37 |
| Mean | 6.4995 |
|---|---|
| Standard Deviation | 3.4981 |
| Variance | 12.2364 |
| Sum | 17659.08 |
| Skewness | 0.514 |
| Kurtosis | 0.8315 |
| Coefficient of Variation | 0.5382 |
numerical
| Approximate Distinct Count | 1397 |
|---|---|
| Approximate Unique (%) | 42.2% |
| Missing | 564 |
| Missing (%) | 14.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 51.8 KB |
| Mean | 12.1404 |
| Minimum | 1 |
| Maximum | 29.29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 2.38 |
| Q1 | 7.14 |
| Median | 11.63 |
| Q3 | 17.31 |
| 95-th Percentile | 22.614 |
| Maximum | 29.29 |
| Range | 28.29 |
| IQR | 10.17 |
| Mean | 12.1404 |
|---|---|
| Standard Deviation | 6.3354 |
| Variance | 40.1368 |
| Sum | 40221.3 |
| Skewness | 0.1585 |
| Kurtosis | -0.8885 |
| Coefficient of Variation | 0.5218 |
numerical
| Approximate Distinct Count | 2094 |
|---|---|
| Approximate Unique (%) | 57.4% |
| Missing | 230 |
| Missing (%) | 5.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 57.0 KB |
| Mean | -80.5518 |
| Minimum | -90.6289 |
| Maximum | -49.2987 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 3647 |
| Negatives (%) | 94.1% |
| Minimum | -90.6289 |
|---|---|
| 5-th Percentile | -84.9011 |
| Q1 | -82.6599 |
| Median | -81.1411 |
| Q3 | -79.3868 |
| 95-th Percentile | -73.6304 |
| Maximum | -49.2987 |
| Range | 41.3302 |
| IQR | 3.273 |
| Mean | -80.5518 |
|---|---|
| Standard Deviation | 3.6285 |
| Variance | 13.1661 |
| Sum | -293772.455 |
| Skewness | 1.9585 |
| Kurtosis | 8.5338 |
| Coefficient of Variation | -0.04505 |
numerical
| Approximate Distinct Count | 209 |
|---|---|
| Approximate Unique (%) | 5.5% |
| Missing | 100 |
| Missing (%) | 2.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 59.0 KB |
| Mean | 3.0783 |
| Minimum | 0 |
| Maximum | 2386.37 |
| Zeros | 3374 |
| Zeros (%) | 87.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th Percentile | 4.654 |
| Maximum | 2386.37 |
| Range | 2386.37 |
| IQR | 0 |
| Mean | 3.0783 |
|---|---|
| Standard Deviation | 67.7807 |
| Variance | 4594.2173 |
| Sum | 11626.92 |
| Skewness | 34.593 |
| Kurtosis | 1211.9754 |
| Coefficient of Variation | 22.0185 |
categorical
| Approximate Distinct Count | 2588 |
|---|---|
| Approximate Unique (%) | 97.5% |
| Missing | 1222 |
| Missing (%) | 31.5% |
| Memory Size | 189.3 KB |
| Mean | 8 |
|---|---|
| Standard Deviation | 0 |
| Median | 8 |
| Minimum | 8 |
| Maximum | 8 |
| 1st row | 12:22:11 |
|---|---|
| 2nd row | 20:19:18 |
| 3rd row | 13:21:31 |
| 4th row | 19:39:28 |
| 5th row | 12:41:49 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 15930 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 1222 |
| Missing (%) | 31.5% |
| Memory Size | 203.3 KB |
| Mean | 13.4132 |
|---|---|
| Standard Deviation | 5.4798 |
| Median | 11 |
| Minimum | 10 |
| Maximum | 28 |
| 1st row | 53 Commons |
|---|---|
| 2nd row | Courtyard Cafe |
| 3rd row | Courtyard Cafe |
| 4th row | Collis Cafe |
| 5th row | Courtyard Cafe |
| Count | 30683 |
|---|---|
| Lowercase Letter | 25127 |
| Space Separator | 3577 |
| Uppercase Letter | 5556 |
| Dash Punctuation | 0 |
| Decimal Number | 1352 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 1222 |
| Missing (%) | 31.5% |
| Memory Size | 183.3 KB |
| Mean | 5.6889 |
|---|---|
| Standard Deviation | 1.1119 |
| Median | 5 |
| Minimum | 5 |
| Maximum | 9 |
| 1st row | Lunch |
|---|---|
| 2nd row | Supper |
| 3rd row | Lunch |
| 4th row | Supper |
| 5th row | Lunch |
| Count | 15104 |
|---|---|
| Lowercase Letter | 12449 |
| Space Separator | 0 |
| Uppercase Letter | 2655 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 19 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 954 |
| Missing (%) | 24.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 45.7 KB |
| Mean | 3.4432 |
| Minimum | 2.4 |
| Maximum | 3.947 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2.4 |
|---|---|
| 5-th Percentile | 2.815 |
| Q1 | 3.029 |
| Median | 3.505 |
| Q3 | 3.806 |
| 95-th Percentile | 3.947 |
| Maximum | 3.947 |
| Range | 1.547 |
| IQR | 0.777 |
| Mean | 3.4432 |
|---|---|
| Standard Deviation | 0.4046 |
| Variance | 0.1637 |
| Sum | 10064.351 |
| Skewness | -0.5776 |
| Kurtosis | -0.687 |
| Coefficient of Variation | 0.1175 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 954 |
| Missing (%) | 24.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 45.7 KB |
| Mean | 3.5386 |
| Minimum | 1 |
| Maximum | 4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1.7778 |
| Q1 | 3.3333 |
| Median | 3.7778 |
| Q3 | 3.9167 |
| 95-th Percentile | 4 |
| Maximum | 4 |
| Range | 3 |
| IQR | 0.5833 |
| Mean | 3.5386 |
|---|---|
| Standard Deviation | 0.6223 |
| Variance | 0.3872 |
| Sum | 10343.3333 |
| Skewness | -2.4845 |
| Kurtosis | 6.2507 |
| Coefficient of Variation | 0.1759 |
categorical
| Approximate Distinct Count | 5 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 954 |
| Missing (%) | 24.6% |
| Memory Size | 201.5 KB |
| Mean | 5.6001 |
|---|---|
| Standard Deviation | 3.7477 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 11 |
| 1st row | 3.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 3.0 |
| 4th row | 3.0 |
| 5th row | 3.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 13446 |
numerical
| Approximate Distinct Count | 29 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 44.3776 |
| Minimum | 0 |
| Maximum | 82 |
| Zeros | 67 |
| Zeros (%) | 1.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 13 |
| Q1 | 30 |
| Median | 42 |
| Q3 | 58 |
| 95-th Percentile | 70 |
| Maximum | 82 |
| Range | 82 |
| IQR | 28 |
| Mean | 44.3776 |
|---|---|
| Standard Deviation | 18.5648 |
| Variance | 344.651 |
| Sum | 172052 |
| Skewness | -0.05064 |
| Kurtosis | -0.3986 |
| Coefficient of Variation | 0.4183 |
numerical
| Approximate Distinct Count | 30 |
|---|---|
| Approximate Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 222.4738 |
| Minimum | 0 |
| Maximum | 322 |
| Zeros | 67 |
| Zeros (%) | 1.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 33 |
| Q1 | 162 |
| Median | 259 |
| Q3 | 299 |
| 95-th Percentile | 302 |
| Maximum | 322 |
| Range | 322 |
| IQR | 137 |
| Mean | 222.4738 |
|---|---|
| Standard Deviation | 88.9448 |
| Variance | 7911.1756 |
| Sum | 862531 |
| Skewness | -0.8531 |
| Kurtosis | -0.4766 |
| Coefficient of Variation | 0.3998 |
numerical
| Approximate Distinct Count | 19 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 13.5182 |
| Minimum | 0 |
| Maximum | 144 |
| Zeros | 621 |
| Zeros (%) | 16.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 7 |
| Q3 | 20 |
| 95-th Percentile | 28 |
| Maximum | 144 |
| Range | 144 |
| IQR | 19 |
| Mean | 13.5182 |
|---|---|
| Standard Deviation | 20.2068 |
| Variance | 408.3158 |
| Sum | 52410 |
| Skewness | 4.646 |
| Kurtosis | 27.1979 |
| Coefficient of Variation | 1.4948 |
categorical
| Approximate Distinct Count | 9 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 258.0 KB |
| Mean | 3.1522 |
|---|---|
| Standard Deviation | 0.3592 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 4 |
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 8344 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 257.5 KB |
| Mean | 3.0173 |
|---|---|
| Standard Deviation | 0.1303 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 4 |
| 1st row | 67.0 |
|---|---|
| 2nd row | 67.0 |
| 3rd row | 67.0 |
| 4th row | 67.0 |
| 5th row | 67.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 7821 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 257.6 KB |
| Mean | 3.0346 |
|---|---|
| Standard Deviation | 0.1827 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 4 |
| 1st row | 22.0 |
|---|---|
| 2nd row | 22.0 |
| 3rd row | 22.0 |
| 4th row | 22.0 |
| 5th row | 22.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 7888 |
numerical
| Approximate Distinct Count | 105 |
|---|---|
| Approximate Unique (%) | 2.9% |
| Missing | 254 |
| Missing (%) | 6.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 56.6 KB |
| Mean | 28.1079 |
| Minimum | 1 |
| Maximum | 3252 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 11 |
| Q1 | 24 |
| Median | 24 |
| Q3 | 24 |
| 95-th Percentile | 52 |
| Maximum | 3252 |
| Range | 3251 |
| IQR | 0 |
| Mean | 28.1079 |
|---|---|
| Standard Deviation | 60.6375 |
| Variance | 3676.9052 |
| Sum | 101835 |
| Skewness | 43.0928 |
| Kurtosis | 2219.3753 |
| Coefficient of Variation | 2.1573 |
numerical
| Approximate Distinct Count | 23 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 43.3678 |
| Minimum | 16 |
| Maximum | 56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 16 |
|---|---|
| 5-th Percentile | 28 |
| Q1 | 39 |
| Median | 44 |
| Q3 | 49 |
| 95-th Percentile | 56 |
| Maximum | 56 |
| Range | 40 |
| IQR | 10 |
| Mean | 43.3678 |
|---|---|
| Standard Deviation | 8.6236 |
| Variance | 74.3673 |
| Sum | 168137 |
| Skewness | -0.6624 |
| Kurtosis | 0.3633 |
| Coefficient of Variation | 0.1988 |
numerical
| Approximate Distinct Count | 20 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 30.2711 |
| Minimum | 16 |
| Maximum | 43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 16 |
|---|---|
| 5-th Percentile | 17 |
| Q1 | 26 |
| Median | 32 |
| Q3 | 34 |
| 95-th Percentile | 41 |
| Maximum | 43 |
| Range | 27 |
| IQR | 8 |
| Mean | 30.2711 |
|---|---|
| Standard Deviation | 6.7164 |
| Variance | 45.1099 |
| Sum | 117361 |
| Skewness | -0.3266 |
| Kurtosis | -0.4012 |
| Coefficient of Variation | 0.2219 |
numerical
| Approximate Distinct Count | 21 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 20.4818 |
| Minimum | 11 |
| Maximum | 39 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 11 |
|---|---|
| 5-th Percentile | 12 |
| Q1 | 15 |
| Median | 19 |
| Q3 | 25 |
| 95-th Percentile | 37 |
| Maximum | 39 |
| Range | 28 |
| IQR | 10 |
| Mean | 20.4818 |
|---|---|
| Standard Deviation | 6.9183 |
| Variance | 47.8622 |
| Sum | 79408 |
| Skewness | 0.8279 |
| Kurtosis | 0.02758 |
| Coefficient of Variation | 0.3378 |
numerical
| Approximate Distinct Count | 18 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 23.7129 |
| Minimum | 12 |
| Maximum | 35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 12 |
|---|---|
| 5-th Percentile | 15 |
| Q1 | 18 |
| Median | 25 |
| Q3 | 28 |
| 95-th Percentile | 35 |
| Maximum | 35 |
| Range | 23 |
| IQR | 10 |
| Mean | 23.7129 |
|---|---|
| Standard Deviation | 5.8863 |
| Variance | 34.6485 |
| Sum | 91935 |
| Skewness | 0.08042 |
| Kurtosis | -0.8399 |
| Coefficient of Variation | 0.2482 |
numerical
| Approximate Distinct Count | 15 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 32.5551 |
| Minimum | 12 |
| Maximum | 43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 12 |
|---|---|
| 5-th Percentile | 26 |
| Q1 | 30 |
| Median | 33 |
| Q3 | 37 |
| 95-th Percentile | 39 |
| Maximum | 43 |
| Range | 31 |
| IQR | 7 |
| Mean | 32.5551 |
|---|---|
| Standard Deviation | 6.4035 |
| Variance | 41.0045 |
| Sum | 126216 |
| Skewness | -1.4244 |
| Kurtosis | 2.8547 |
| Coefficient of Variation | 0.1967 |
numerical
| Approximate Distinct Count | 17 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 31.4586 |
| Minimum | 21 |
| Maximum | 45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 21 |
|---|---|
| 5-th Percentile | 24 |
| Q1 | 26 |
| Median | 30 |
| Q3 | 35 |
| 95-th Percentile | 41 |
| Maximum | 45 |
| Range | 24 |
| IQR | 9 |
| Mean | 31.4586 |
|---|---|
| Standard Deviation | 6.1352 |
| Variance | 37.6405 |
| Sum | 121965 |
| Skewness | 0.5034 |
| Kurtosis | -0.5768 |
| Coefficient of Variation | 0.195 |
numerical
| Approximate Distinct Count | 19 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 24.0482 |
| Minimum | 12 |
| Maximum | 38 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 12 |
|---|---|
| 5-th Percentile | 16 |
| Q1 | 18 |
| Median | 24 |
| Q3 | 30 |
| 95-th Percentile | 37 |
| Maximum | 38 |
| Range | 26 |
| IQR | 12 |
| Mean | 24.0482 |
|---|---|
| Standard Deviation | 6.9366 |
| Variance | 48.1161 |
| Sum | 93235 |
| Skewness | 0.3773 |
| Kurtosis | -0.8311 |
| Coefficient of Variation | 0.2884 |
numerical
| Approximate Distinct Count | 16 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 35.8169 |
| Minimum | 27 |
| Maximum | 46 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 27 |
|---|---|
| 5-th Percentile | 29 |
| Q1 | 32 |
| Median | 36 |
| Q3 | 38 |
| 95-th Percentile | 45 |
| Maximum | 46 |
| Range | 19 |
| IQR | 6 |
| Mean | 35.8169 |
|---|---|
| Standard Deviation | 4.8336 |
| Variance | 23.3638 |
| Sum | 138862 |
| Skewness | 0.3492 |
| Kurtosis | -0.522 |
| Coefficient of Variation | 0.135 |
numerical
| Approximate Distinct Count | 21 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 40.593 |
| Minimum | 26 |
| Maximum | 62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 26 |
|---|---|
| 5-th Percentile | 26 |
| Q1 | 30 |
| Median | 40 |
| Q3 | 51 |
| 95-th Percentile | 61 |
| Maximum | 62 |
| Range | 36 |
| IQR | 21 |
| Mean | 40.593 |
|---|---|
| Standard Deviation | 11.1374 |
| Variance | 124.0422 |
| Sum | 157379 |
| Skewness | 0.3528 |
| Kurtosis | -1.0547 |
| Coefficient of Variation | 0.2744 |
numerical
| Approximate Distinct Count | 21 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 17.9464 |
| Minimum | 8 |
| Maximum | 34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 8 |
|---|---|
| 5-th Percentile | 8 |
| Q1 | 13 |
| Median | 17 |
| Q3 | 22 |
| 95-th Percentile | 29 |
| Maximum | 34 |
| Range | 26 |
| IQR | 9 |
| Mean | 17.9464 |
|---|---|
| Standard Deviation | 6.4158 |
| Variance | 41.1628 |
| Sum | 69578 |
| Skewness | 0.6528 |
| Kurtosis | -0.1897 |
| Coefficient of Variation | 0.3575 |
numerical
| Approximate Distinct Count | 15 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 60.6 KB |
| Mean | 5.9113 |
| Minimum | 0 |
| Maximum | 25 |
| Zeros | 369 |
| Zeros (%) | 9.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 8 |
| 95-th Percentile | 18 |
| Maximum | 25 |
| Range | 25 |
| IQR | 6 |
| Mean | 5.9113 |
|---|---|
| Standard Deviation | 5.421 |
| Variance | 29.3874 |
| Sum | 22918 |
| Skewness | 1.822 |
| Kurtosis | 3.6334 |
| Coefficient of Variation | 0.9171 |